Scaling Question On Blender 2.79b
Like Duarte posted in the comments it seems that your pivot point is off.In the video you posted it seems that your pivot point is set to 3D Cursor.

You can set your pivot point in the view port menu. In the tutorial you are doing the pivot point is set to Median Point.